Conference on Computer Vision and Pattern Recognition

The Conference on Computer Vision and Pattern Recognition (CVPR) is an annual conference on computer vision and pattern recognition, which is regarded as one of the most important conferences in its field.[1][2][3] According to Google Scholar Metrics (2022), it is the highest impact computing venue.[4]

Conference on Computer Vision and Pattern Recognition
AbbreviationCVPR
DisciplineComputer vision
Publication details
PublisherIEEE
History1985-present
FrequencyAnnual

Affiliations

CVPR was first held in Washington DC in 1983 by Takeo Kanade and Dana Ballard (previously the conference was named Pattern Recognition and Image Processing).[5] From 1985 to 2010 it was sponsored by the IEEE Computer Society. In 2011 it was also co-sponsored by University of Colorado Colorado Springs. Since 2012 it has been co-sponsored by the IEEE Computer Society and the Computer Vision Foundation, which provides open access to the conference papers.[6]

Scope

CVPR considers a wide range of topics related to computer vision and pattern recognition—basically any topic that is extracting structures or answers from images or video or applying mathematical methods to data to extract or recognize patterns. Common topics include object recognition, image segmentation, motion estimation, 3D reconstruction, and deep learning.[7]

The conference is highly selective with generally <30% acceptance rates for all papers and <5% for oral presentations.[8][9][10] It is managed by a rotating group of volunteers who are chosen in a public election at the Pattern Analysis and Machine Intelligence-Technical Community (PAMI-TC) meeting four years before the meeting.[11] CVPR uses a multi-tier double-blind peer review process. The program chairs (who cannot submit papers), select area chairs who manage the reviewers for their subset of submissions.[12]

Location

The conference is usually held in June in North America.[13]

YearLocation
2024Seattle, Washington
2023Vancouver, British Columbia
2022New Orleans, Louisiana
2021Nashville, Tennessee Virtual/Online due to COVID-19[14]
2020Seattle, Washington Virtual/Online due to COVID-19[15]
2019Long Beach, California
2018Salt Lake City, Utah
2017Honolulu, Hawaii
2016Las Vegas, Nevada
2015Boston, Massachusetts
2014Columbus, Ohio
2013Portland, Oregon
2012Providence, Rhode Island
2011Colorado Springs, Colorado
2010San Francisco, California
2009Miami, Florida
2008Anchorage, Alaska
2007Minneapolis, Minnesota
2006New York City, New York
2005San Diego, California
2004Washington D.C.
2003Madison, Wisconsin
2001Kauai, Hawaii
2000Hilton Head Island, South Carolina
1999Fort Collins, Colorado
1998Santa Barbara, California
1997San Juan, Puerto Rico
1996San Francisco, California
1994Seattle, Washington
1993New York City, New York
1992Champaign, Illinois
1991Lahaina, Hawaii
1989San Francisco, California
1988Ann Arbor, Michigan
1986Miami, Florida
1985San Francisco, California
1983Arlington, Virginia

Awards

CVPR Best Paper Award

These awards[16] are picked by committees delegated by the program chairs of the conference.

Longuet-Higgins Prize

The Longuet-Higgins Prize recognizes CVPR papers from ten years ago that have made a significant impact on computer vision research.

PAMI Young Researcher Award

The Pattern Analysis and Machine Intelligence (PAMI) Young Researcher Award[17] is an award given by the Technical Committee on Pattern Analysis and Machine Intelligence (TCPAMI) of the IEEE Computer Society to a researcher within 7 years of completing their Ph.D. for outstanding early career research contributions.[18] Candidates are nominated by the computer vision community, with winners selected by a committee of senior researchers in the field. This award was originally instituted in 2012 by the journal Image and Vision Computing, also presented at the CVPR, and the IVC continues to sponsor the award.[19][20]

YearWinner(s)
2021Georgia Gkioxari
2021Phillip Isola
2020Jon Barron
2020Deqing Sun
2019Karen Simonyan
2018Andreas Geiger
2018Kaiming He
2017Ross Girshick
2017Julien Mairal
2016Ce Liu
2016Abhinav Gupta
2015John Wright
2014Derek Hoiem
2014Jamie Shotton
2013Anat Levin
2013Kristen Grauman
2012Deva Ramanan

PAMI Thomas S. Huang Memorial Prize

The Thomas Huang Memorial Prize[21] was established at CVPR 2020 and is awarded annually starting from CVPR 2021 to honor researchers who are recognized as examples in research, teaching/mentoring, and service to the computer vision community.

YearWinner(s)
2021Antonio Torralba

Acceptance Rates
Year Acceptance Rate
2023 2360/9155 = 25.8%
2022 2067/8162 = 25.3%
2021 1661/7039 = 23.6%
2020 1467/5865 = 25.0%

See also

References
  1. "IEEE Conference on Computer Vision and Pattern Recognition, CVPR - Google Scholar Metrics". scholar.google.com.
  2. "Australian Ranking of ICT Conferences". Archived from the original on April 9, 2013.
  3. "Scholar Metrics: Top Publications". Google Scholar. Archived from the original on 2012-04-04.
  4. "English - Google Scholar Metrics". scholar.google.com. Retrieved 2022-07-06.
  5. IEEE computer society conference on computer vision and pattern recognition, CVPR. 1983 conf., Washington, D.C. Proceedings: Computer vision and pattern recognition. August 8, 1983. OCLC 472099962 – via Open WorldCat.
  6. "CVF Open Access".
  7. "Welcome to CVPR 2020!" (PDF). cvpr2020.thecvf.com. 2020. Retrieved 2020-08-08.
  8. "Conference-Acceptance-Rate". August 7, 2020 – via GitHub.
  9. "Welcome" (PDF). cvpr2019.thecvf.com. Retrieved 2020-08-08.
  10. "CVPR 2020 Proceeding as Planned; Record 1470 Papers Accepted". Synced. March 2, 2020.
  11. "Conference History". IEEE Computer Society Technical Committee on Pattern Analysis and Machine Intelligence.
  12. "Area Chair Guidelines - CVPR 2012". tab.computer.org.
  13. "Conferences – The Computer Vision Foundation". www.thecvf.com.
  14. "Statement CVPR 2021".
  15. Society, IEEE Computer. "CVPR 2020 Transitions to All-Virtual Event". www.prnewswire.com (Press release).
  16. "CVPR Best Paper Award". IEEE Computer Society website. IEEE. Retrieved 3 April 2019.
  17. "Computer Vision Awards – The Computer Vision Foundation". www.thecvf.com.
  18. "PAMI Young Research Award". IEEE Computer Society website. IEEE. Retrieved 22 January 2014.
  19. "Inaugural image and vision computing outstanding young researcher award winner announced". Image and Vision Computing. Elsevier. 30 (9): 603. 2012. doi:10.1016/j.imavis.2012.07.008. ISSN 0262-8856.
  20. "Awards". Retrieved 22 January 2014.
  21. "Computer Vision Awards: PAMI Thomas S. Huang Memorial Prize – The Computer Vision Foundation". www.thecvf.com.
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